Environment distributions for RL Previous works in multi-task RL [1]}, [2]}, [3]}, multi-goal RL [4]}, [5]} and meta RL [6]}, [7]} designed a fixed distributions of tasks or goals to increase generalization. In domain randomization [8]}, [9]}, [10]}, [11]}, one defines distributions of environments to obtain more robust skills.
